We have compared our results with an alternative approach using neural networks in the actor-critic scheme. The number of parameters needed is 122101 for a deep neural network DDPG [1]} and 3791 for a smaller neural network used in [2]}. Therefore, the number of parameters needed by the proposed method is significantly lower.
